Python Basics for Understanding AI

Let's develop the ability to find rational decision-making models based on mathematical thinking by understanding various elements of AI and data, and solving real-world problems using ChatGPT and no-code programming!

Let's build the skills to develop web applications using React and cultivate the capability to apply them in practice!

Basic manners, etiquette, and communication skills training to foster global leaders leading the era of the Fourth Industrial Revolution.

Let's design, implement, and develop while learning the basic and object-oriented concepts of the C++ language!

Java Programming Based on Object-Oriented Concepts for Computer Science Majors

Let's learn HTML, CSS, Javascript, and jQuery and create a webpage!

Let's learn various data structures and algorithms and develop practical skills by implementing them through programming!

Learn machine learning techniques using Python and improve your ability to extract information from real-world data and develop predictive models!

You will build Android/iOS apps based on simple machine learning models and learn the fundamentals of machine learning, model conversion using TFLite, and the process of implementing Android and iOS applications.

Let's collect and refine data through public data, web scraping, and more, and perform exploratory data analysis!

Are you a digital talent interested in coding and development? Let's get started with the Internet of Things through micro:bit and Maqueen!

Let's develop the capability to extract useful information from large-scale data and support decision-making!

Let's experience collaborative application development in a Linux shell and open-source software environment, and set up the development environment required for coding!

Let's have fun coding with various cute robots using artificial intelligence!

Let's build a solid foundation in Python and solve data analysis problems!

Let's understand the major algorithms of machine learning and deep learning, and get to know artificial intelligence!

Let's understand machine learning and deep learning model algorithms by using Keras!

Learn the fundamentals of website building and gain everything from web development basics to practical application skills through hands-on projects integrating public data Open APIs!

It improves logical thinking skills, fosters the ability to understand how to use programming tools, and develops the capacity to design algorithms for problem-solving.

Let's become creators using ChatGPT and generative AI!

Python Programming for Non-Majors

We will explain more slowly for those who are new to programming. However, the goal of the lecture is to train initial developers who can code. Welcome to those who want to code.

Data analysis sounds a bit grandiose, but it is actually a process of establishing a hypothesis and verifying it based on data. You can learn how to analyze what data to verify your hypothesis using Python.

1. A practice-oriented lecture designed to help you pass the AICE Associate, Korea's only nationally recognized AI certification. 2. Learn to the level of performing data analysis and AI modeling based on Python.

AI does the coding, I get the results! Maximize practical programming skills, achievable even for beginners!

You can systematically learn stock trading automation using Python and the Interactive Brokers API, which holds the top spot in global market share.

I recommend this to those who want to possess their own technical skills and those who want to learn web development step-by-step. We teach everything starting from the history of web browsers and languages.

For those who want to learn data science, big data, and web crawling, (1) we summarize the most essential Python syntax in a short time, and (2) you'll become familiar with Python and crawling through practical crawling programming.

Build a solid theoretical foundation of images essential before learning deep learning-based computer vision. Understand the essence of image data, such as pixels, resolution, and color representation, and cultivate practical programming skills to read, transform, and preprocess images using Python.

This is a course where you can learn UML and object-oriented design even without programming experience. Concepts are explained through everyday examples (cafes, libraries, shopping malls), and you'll learn 9 types of UML diagrams step by step. You'll develop design skills that can be immediately applied in practice using theory and PlantUML.

This is a Python coding test lecture centered on problem solving, tailored to those who are new to coding tests.

You can easily and enjoyably understand Python programming with games. This is a lecture that even children in elementary and middle school can follow, so parents and teachers will find many places to use it if they learn it. :)

You will thoroughly understand the principles!

From the basics of Numpy and Pandas to data preprocessing, visualization, and crawling, all in one place! This is an introductory Python course for data analysis.

Anyone can easily create a Python game using the Pygame library, starting from zero base.

During our school days, the 'click' sound we heard in the computer lab... that was Minesweeper. In this course, we'll recreate those memories by implementing it with Python. Whether you're a beginner or even someone encountering Python for the first time, by following along line by line, you'll find that your very own Minesweeper game has been completed before you know it.

A course where you can create programs for running a blog using Python and generate additional income through sales and branding.

This course covers the process of automating algorithmic trading in local and cloud environments, and focuses on hands-on practice.

This lecture focuses on convolution, the most important operation in computer vision using deep learning.

This course is an introductory program designed so that learners who are new to AI technology can easily understand and follow along. Through the lectures, you will learn the basic concepts and usage methods of AI platforms, and conduct hands-on practice directly generating images using various AI tools. Upon completing this course, you will become much closer to AI and acquire the capability to create AI images that can visually implement creative ideas.